Curriculum vitae

• VR/AR, real-time object detection algorithms (YOLO), evolutionary algorithms and time series.
• Scientific paper co-authoring.
• Team-wise MLOps technology and procedures implementation.
• Preparing and presenting proposals and R&D grants, managing client relationships.

Geolocation and communication apps: 25+ apps, 35k+ downloads.

• General management, product owner and project management, business development, BI and marketing.
• UI/UX design and user A/B tests.
• Development and production of the apps.
• Products: Nik Hondartzak (beach app for Gipuzkoa), LPA Beach and more, on the Tokitek page.

• Brought to production an end-to-end crypto and FOREX trading bot for 2 exchanges.
• Backtesting, parallelization, REST connections, 15-minute time frame, strategies over portfolios of 100+ instruments, and a monitoring dashboard.

• Completed an end-to-end supply-chain buying recommender system: 2M USD/month spend, 1k+ product segments, time-series demand forecasting (8 algorithms), Newsvendor problem and business-rules parametrization.
• Transformed the catalog ontology: PCA, UMAP, t-SNE, k-means, hierarchical clustering, random forest, XGBoost, H2O, SOM, (dis)similarity matrices and 3D visualization.
• 200+ data analyses and business decision-support tools (Google Sheets/Slides, Shiny, notebooks).
• Migration to Databricks with tech leads and data engineers.
• Built an R library for projects and analytics.
• Scientific documentation (LaTeX).
• Led the inventory data squad; PM and PO of the buying recommender; onboarding.

Initiated an 830k EUR EC-funded RFCS project with steel-sector partners (Gestamp, Gescrap, CELSA, Universidad Politécnica de Madrid).

• Designed the initial product and interviewed the 3 partners.
• Defined and assisted project planning and coordination.
• Scope: big data, IoT and ML applied to manufacturing, a system that tracks process and worker signals to propose lean-manufacturing, health and safety improvements.

• Launched the Spanish and LATAM subsidiary.
• Built a corporate tool for financial and technical project evaluation.
• Liaison with the CFO in Beijing; US-GAAP/IFRS compliance and consolidation reporting.
• Due diligence of 50+ investment opportunities; business development.
• KPIs for company performance.

• Delivered 8 projects: supply chain, logistics, operations and management consulting.
• Logistic network reorganization; transport and distribution feasibility studies.
• Vessel Traffic Management System (VTMS) definition for world-class ports.
• Algorithm design (Croston, Holt-Winters, TSP); process and queue simulation; BI.

Functional design of management and reporting tools for the MIS department of a top-2 Spanish bank: gap analysis of corporate information repositories, functionality proposals, preliminary application designs and master plans.

Also: Big Data for Industry (2018), Power BI (2018), Machine Learning and Deep Learning.